Design and evaluation of I/O strategies for parallel pipelined STAP applications

Wei keng Liao, Alok Choudhary, Donald Weiner, Pramod Kumar Varshney

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

This paper presents experimental results for a parallel pipeline STAP system with I/O task implementation using the parallel file systems on the Intel Paragon and the IBM SP. In our previous work, a parallel pipeline model was designed for radar signal processing applications on parallel computers. Based on this model, we implemented a real STAP application which demonstrated the performance scalability of this model in terms of throughput and latency. In this paper, we study the effect on system performance when the I/O task is incorporated in the parallel pipeline model. There are two alternatives for I/O implementation: embedding I/O in the pipeline or having a separate I/O task. From these two I/O implementations, we discovered that the latency may be improved when the structure of the pipeline is reorganized by merging multiple tasks into a single task. All the performance results shown in this paper demonstrated the scalability of parallel I/O implementation on the parallel pipeline STAP system.

Original languageEnglish (US)
Title of host publicationProceedings of the International Parallel Processing Symposium, IPPS
PublisherIEEE Computer Society
Pages655-662
Number of pages8
StatePublished - 2000
Externally publishedYes

ASJC Scopus subject areas

  • Hardware and Architecture

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